Software for the public written by Jia Li
- Matlab codes:
-
Demo
for clustering using the following methods,
a
subroutine
for plotting results (needed by the demo program).
-
K-means
clustering
-
Gaussian mixture model-based clustering, estimation by
EM
,
EM initialization.
-
Gaussian mixture model-based clustering, estimation by classification EM
(CEM)
- C codes:
-
2-D Hidden Markov Model (request executables by email)
Related publication:
-
Jia Li, Amir Najmi, Robert M. Gray, "Image
classification by a two dimensional hidden Markov model," IEEE Transactions
on Signal Processing , 48(2):517-33, February 2000.
(download)
-
SIMPLIcity (request executables by email)
Related publication:
-
Jia Li, James Z. Wang, Gio Wiederhold, "IRM: Integrated region matching for
image retrieval," Proc. ACM Multimedia, pp. 147-156, Los Angeles, October
2000.
(download)
-
James Z. Wang, Jia Li, Gio Wiederhold, "SIMPLIcity: Semantics-sensitive
integrated matching for picture libraries," IEEE Transactions on Pattern
Analysis and Machine Intelligence, 23(9):947-963, 2001.
(download)